In: Statistics and Probability
A genetic experiment with peas resulted in one sample of offspring that consisted of 438 green peas and 162 yellow peas. a. Construct a 95% confidence interval to estimate of the percentage of yellow peas. b. It was expected that 25% of the offspring peas would be yellow. Given that the percentage of offspring yellow peas is not 25%, do the results contradict expectations?
Solution :
a ) Given that
n =438 green peas +162 yellow peas = 600
x =162
= x / n =162 / 600 = 0.270
1 - = 1 - 0.270 = 0.730
At 95% confidence level the z is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
Z/2 = Z0.025 = 1.960
Margin of error = E = Z / 2 * (( * (1 - )) / n)
= 1.960 * (((0.270 * 0.730) / 600)
= 0.035
A 95 % confidence interval for population proportion p is ,
- E < P < + E
0.270 - 0.035< p < 0.270 + 0.035
0.235 < p < 0.305
b ) Given that
n =438 green peas +162 yellow peas = 600
= 0.250
1 - = 1 - 0.250 = 0.750
At 95% confidence level the z is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
Z/2 = Z0.025 = 1.960
Margin of error = E = Z / 2 * (( * (1 - )) / n)
= 1.960 * (((0.250 * 0.750) / 600)
= 0.035
A 95 % confidence interval for population proportion p is ,
- E < P < + E
0.250 - 0.035< p < 0.250 + 0.035
0.215 < p < 0.285